Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9600639 0.9582382 0.9968219 0.9525992
bt 0.8146965 0.9383502 0.8346276 0.5223907
maxnet 0.6581470 0.9734883 0.7842925 0.4586867
gam NA NA 0.7828085 NA
glm NA NA 0.7164246 NA

Variable Importance